Andrew Ng的课程: Week 1: Welcome:Machine Learning的简单介绍:包括Database mining (Web click data, medical records), Applications can't programmed by hand. What is machine learning: Tom Mitchell(1998): A computer program is said to learn from experience E with respect to some task T and some...
Andrew Ng机器学习笔记(七) 简介 主要内容 Support Vector Machines Optimization objective Large margin intuition: The mathematics behind large margin classification(optional): Kernels 1: Kernels 2: Using an SVM: 参考链接 简介 支持向量机在解决小样本、非线性... ...
•Data For Machine Learning (11 min) •数据的机器学习(11分钟) XII. Support Vector Machines (Week 7) 十二、支持向量机(第7周) •Optimization Objective (15 min) •优化目标(15分钟) •Large Margin Intuition (11 min) •大边界的直观理解(11分钟) •Mathematics Behind Large Margin Classi...
or just trying out different options for building your machine learning system. You'll find that your progress will be much faster if you have a single real number evaluation metric that lets you quickly tell if the new thing you just tried is working better or worse than your last idea...
Contains Solutions and Notes for the Machine Learning Specialization by Andrew NG on CourseraNote : If you would like to have a deeper understanding of the concepts by understanding all the math required, have a look at Mathematics for Machine Learning and Data ScienceCourse 1 : Supervised ...
Andrew Ng机器学习笔记(七) 简介 主要内容 Support Vector Machines Optimization objective Large margin intuition: The mathematics behind large margin classification(optional): Kernels 1: Kernels 2: Using an SVM: 参考链接 简介 支持向量机在解决小样本、非线性......
11 - 5 - Data For Machine Learning (11 min).srt 12 - 1 - Optimization Objective (15 min).srt 12 - 2 - Large Margin Intuition (11 min).srt 12 - 3 - Mathematics Behind Large Margin Classification (Optional) (20 min).srt 12 - 4 - Kernels I (16 min).srt 12 - 5 -...
# [C2P2] Andrew Ng - Machine Learning Linear Regression with One VariableVideo: Model RepresentationReading: Model RepresentationVideo: Cost FunctionReading: Cost FunctionVideo: Cost Function - Intuition IReading: Cost Function - Intuition IVideo: Cost Function - Intuition IIReading: Cost Function -...
partial derivative vs derivative , different in mathematics , seems same in MachineLearning tangent , slope of line converge and diverge : using different alpha when we get theta1 to a local minimum location , it will stop changing. ...
ECOD: Example of using ECOD for outlier detection Isolation Forest: Example of using Isolation Forest for outlier detectionAlternatively, explore MetaOD for a data-driven approach.Citing PyOD:PyOD paper is published in Journal of Machine Learning Research (JMLR) (MLOSS track). If you use PyOD ...